Projects per year
Personal profile
Research interests
My current research interests belong to the area of artificial intelligence for medicine and include machine learning, deep learning, Semantic Web for healthcare. Notably my research focuses on prognostic models that combines structured and unstructured data, such as text and knowledge graphs.
Specialisation
Medical Informatics, Artificial Intelligence for Medicine, Health Data Science, Machine Learning
Related documents
Education/Academic qualification
PhD
External positions
APH - Methodology
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Dive into the research topics where Iacopo Vagliano is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 1 Finished
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IRIS: Identification of COVID-19 patients with high Risk of mortality at ICU admiSsion – IRIS-study’’
de Keizer, N. (Principal investigator) & Vagliano, I. (Project Member)
05/09/2020 → 01/11/2023
Project: Research
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An Order-Sensitive Hierarchical Neural Model for Early Lung Cancer Detection Using Dutch Primary Care Notes and Structured Data
Vagliano, I., Rios, M., Abukmeil, M., Schut, M. C., Luik, T. T., van Asselt, K. M., van Weert, H. C. P. M. & Abu-Hanna, A., 1 Apr 2025, In: Cancers. 17, 7, 1151.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile3 Downloads (Pure) -
Artificial intelligence for early detection of lung cancer in GPs' clinical notes: a retrospective observational cohort study
Schut, M. C., Luik, T. T., Vagliano, I., Rios, M., Helsper, C. W., van Asselt, K. M., de Wit, N., Abu-Hanna, A. & van Weert, H. C. P. M., 1 May 2025, In: British journal of general practice. 75, 754, p. e316-e322Research output: Contribution to journal › Article › Academic › peer-review
Open Access2 Citations (Scopus) -
Determinants influencing medication-related alert handling in the electronic health record: A systematic review and meta-analysis
Raven, K., Zhang, J., Vagliano, I., Jaspers, M. W. M., Peute, L. W. & Medlock, S., 1 Nov 2025, In: International journal of medical informatics. 203, 106011.Research output: Contribution to journal › Review article › Academic › peer-review
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Medication Recommender System for ICU Patients Using Autoencoders
Yordanov, T. R., Abu-Hanna, A., Ravelli, A. C. J. & Vagliano, I., 15 May 2025, In: Studies in health technology and informatics. 327, p. 1343-1347 5 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
Multimodal convolutional neural networks for the prediction of acute kidney injury in the intensive care
van Slobbe, R., Herrmannova, D., Boeke, D. J., Lima-Walton, E. S., Abu-Hanna, A. & Vagliano, I., 1 Apr 2025, In: International journal of medical informatics. 196, 105815.Research output: Contribution to journal › Article › Academic › peer-review
Open Access
Prizes
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Best paper
Vagliano, I. (Recipient), Byrne Salsas, C. (Recipient), Wünn, T. (Recipient) & Schut, M. (Recipient), Jul 2022
Prize: Other distinction
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Best paper
Brancato, L. (Recipient), Coimbra Alves Cavalcanti, I. (Recipient), Abu Hanna, A. (Recipient) & Vagliano, I. (Recipient), Jul 2023
Prize: Other distinction